Joseph Guinness

Environmental ScienceMathematicsComputer ScienceEconomics, Econometrics and Finance

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 10 papers. Top paper: “Scaled Vecchia Approximation for Fast Computer-Model Emulation”.

Scaled Vecchia Approximation for Fast Computer-Model Emulation

SIAM/ASA Journal on Uncertainty Quantification(2022)10.1137/20m1352156

N/A

0.524DataRank · unranked

32 citations

Joseph Guinness, Earl Lawrence, Matthias Katzfuß

Gaussian process learning via Fisher scoring of Vecchia’s approximation

Statistics and Computing(2021)10.1007/s11222-021-09999-1

N/A

0.377DataRank · unranked

5 citations

Joseph Guinness

Partition-Based Nonstationary Covariance Estimation Using the Stochastic Score Approximation

Journal of Computational and Graphical Statistics(2022)10.1080/10618600.2022.2044830

N/A

0.292DataRank · unranked

6 citations

Joseph Guinness, Montserrat Fuentes, Amanda Muyskens

Inverses of Matérn covariances on grids

Biometrika(2021)10.1093/biomet/asab017

N/A

0.104DataRank · unranked

1 citations

Joseph Guinness

Log-Gaussian Cox Process Modeling of Large Spatial Lightning Data using Spectral and Laplace Approximations

arXiv (Cornell University)(2021)10.48550/arxiv.2111.15670

N/A

0DataRank · unranked

0 citations

Maryclare Griffin, David S. Matteson, Joseph Guinness, Megan L. Gelsinger

Baseline drift estimation for air quality data using quantile trend filtering

The Annals of Applied Statistics(2020)10.1214/19-aoas1318

N/A

0DataRank · unranked

1 citations

Joseph Guinness, Eric C. Chi, Halley Brantley

A Gaussian-process approximation to a spatial SIR process using moment closures and emulators

Biometrics(2024)10.1093/biomtc/ujae068

N/A

0DataRank · unranked

3 citations

Joseph Guinness, Brian J. Reich, Parker Trostle

Geostatistical modeling of positive‐definite matrices: An application to diffusion tensor imaging

Biometrics(2021)10.1111/biom.13445

N/A

0DataRank · unranked

5 citations

Brian J. Reich, Joseph Guinness, Dipankar Bandyopadhyay, Liangsuo Ma, F. Gerard Moeller +1 more

Spatial Shrinkage Via the Product Independent Gaussian Process Prior

Journal of Computational and Graphical Statistics(2021)10.1080/10618600.2021.1923512

N/A

0DataRank · unranked

4 citations

Brian J. Reich, Joseph Guinness, Russell T. Shinohara, Ana‐Maria Staicu, Arkaprava Roy

Nonparametric spectral methods for multivariate spatial and spatial–temporal data

Journal of Multivariate Analysis(2021)10.1016/j.jmva.2021.104823

N/A

0DataRank · unranked

2 citations

Joseph Guinness